codeant-ai-for-open-source[bot] commented on PR #38562:
URL: https://github.com/apache/superset/pull/38562#issuecomment-4033676896
## **Sequence Diagram**
This PR wires a FastMCP search transform so MCP clients see only synthetic
search and call tools plus pinned tools, then discover and invoke other tools
on demand using natural language search with schemas trimmed to reduce token
usage.
```mermaid
sequenceDiagram
participant Client
participant MCPServer
participant ToolSearchTransform
Client->>MCPServer: Connect and request tools
MCPServer-->>Client: list_tools with search_tools, call_tool and pinned
tools
Client->>MCPServer: search_tools with natural language query
MCPServer->>ToolSearchTransform: Search tool catalog and strip output
schemas
ToolSearchTransform-->>MCPServer: Matching tools
MCPServer-->>Client: Search results with input schemas only
Client->>MCPServer: call_tool with selected tool and parameters
MCPServer->>ToolSearchTransform: Invoke selected underlying tool
ToolSearchTransform-->>MCPServer: Tool result
MCPServer-->>Client: Tool response
```
---
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